| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2015 | 7 | 93 | 52 |
| Fall 2015 | 8 | 81 | 52 |
| Fall 2016 | 10 | 75 | 50 |
| Spring 2017 | 9 | 39 | 26 |
| Fall 2017 | 4 | 11 | 9 |
| Spring 2018 | 6 | 23 | 18 |
| Summer 2018 | 6 | 69 | 32 |
| Fall 2018 | 6 | 48 | 35 |
| Spring 2019 | 8 | 58 | 32 |
| Summer 2019 | 6 | 65 | 43 |
| Fall 2019 | 10 | 46 | 28 |
| Spring 2020 | 9 | 82 | 54 |
| Fall 2020 | 10 | 77 | 42 |
| Spring 2021 | 13 | 97 | 53 |
| Fall 2021 | 8 | 25 | 21 |
| 120 | 889 | 547 |
| Status | Attendees | Unique |
|---|---|---|
| Affiliate | 14 | 6 |
| Faculty | 80 | 49 |
| Faculty/Staff | 221 | 114 |
| Graduate Student | 400 | 207 |
| Undergraduate Student | 174 | 98 |
| 889 | 474 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Linux | 15 | 136 | 9.07 |
| Python | 10 | 130 | 13.00 |
| R | 9 | 91 | 10.11 |
| Shell Basic | 7 | 68 | 9.71 |
| LURC | 12 | 59 | 4.92 |
| Machine Learning | 4 | 53 | 13.25 |
| Linux Intro | 3 | 47 | 15.67 |
| Python Visualization | 7 | 45 | 6.43 |
| R Visualization | 6 | 42 | 7.00 |
| LaTeX | 7 | 35 | 5.00 |
| MATLAB | 7 | 35 | 5.00 |
| SLURM | 9 | 33 | 3.67 |
| Shell Advanced | 3 | 18 | 6.00 |
| GIT | 3 | 17 | 5.67 |
| Python OOP | 2 | 17 | 8.50 |
| Storage | 4 | 16 | 4.00 |
| RDM | 2 | 13 | 6.50 |
| OnDemand | 2 | 9 | 4.50 |
| Text Mining | 2 | 9 | 4.50 |
| Shiny Apps | 2 | 7 | 3.50 |
| Python Data Structure | 1 | 4 | 4.00 |
| BYOS | 1 | 3 | 3.00 |
| Research Impact | 1 | 1 | 1.00 |
| Virtual Software | 1 | 1 | 1.00 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2015 | 7 | 93 | 23 |
| Fall 2015 | 8 | 81 | 25 |
| Fall 2016 | 10 | 75 | 28 |
| Spring 2017 | 9 | 39 | 17 |
| Fall 2017 | 4 | 11 | 6 |
| Spring 2018 | 6 | 23 | 13 |
| Summer 2018 | 6 | 69 | 20 |
| Fall 2018 | 6 | 48 | 20 |
| Spring 2019 | 8 | 58 | 26 |
| Summer 2019 | 6 | 65 | 31 |
| Fall 2019 | 10 | 46 | 20 |
| Spring 2020 | 9 | 82 | 34 |
| Fall 2020 | 10 | 77 | 30 |
| Spring 2021 | 13 | 97 | 33 |
| Fall 2021 | 8 | 25 | 17 |
| 120 | 889 | 343 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 188 | 108 |
| CoB | 73 | 39 |
| CoE | 25 | 13 |
| CoH | 1 | 1 |
| LTS | 94 | 49 |
| Other | 76 | 42 |
| RCEAS | 408 | 205 |
| Undeclared | 24 | 16 |
| 889 | 473 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2021 | 13 | 97 | 53 |
| Fall 2021 | 8 | 25 | 21 |
| 21 | 122 | 74 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Linux | 2 | 18 | 9.0 |
| LURC | 2 | 16 | 8.0 |
| Python | 1 | 16 | 16.0 |
| Python Visualization | 2 | 11 | 5.5 |
| R | 2 | 11 | 5.5 |
| SLURM | 2 | 10 | 5.0 |
| Machine Learning | 1 | 9 | 9.0 |
| R Visualization | 2 | 9 | 4.5 |
| Shiny Apps | 2 | 7 | 3.5 |
| LaTeX | 1 | 4 | 4.0 |
| Python Data Structure | 1 | 4 | 4.0 |
| BYOS | 1 | 3 | 3.0 |
| OnDemand | 1 | 3 | 3.0 |
| MATLAB | 1 | 1 | 1.0 |
| Status | Attendees | Unique |
|---|---|---|
| Faculty | 9 | 7 |
| Faculty/Staff | 16 | 12 |
| Graduate Student | 37 | 25 |
| Undergraduate Student | 60 | 29 |
| 122 | 73 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2021 | 13 | 97 | 33 |
| Fall 2021 | 8 | 25 | 17 |
| 21 | 122 | 50 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 14 | 10 |
| CoB | 8 | 8 |
| CoE | 5 | 2 |
| CoH | 1 | 1 |
| LTS | 2 | 1 |
| Other | 10 | 9 |
| RCEAS | 82 | 42 |
| 122 | 73 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 6 | 4 |
| Faculty/Staff | 11 | 9 |
| Graduate Student | 25 | 16 |
| Undergraduate Student | 55 | 24 |
| 97 | 53 |
| Session | Attendees |
|---|---|
| BYOS | 3 |
| LaTeX | 4 |
| Linux | 10 |
| LURC | 10 |
| Machine Learning | 9 |
| OnDemand | 3 |
| Python | 16 |
| Python Data Structure | 4 |
| Python Visualization | 9 |
| R | 6 |
| R Visualization | 8 |
| Shiny Apps | 6 |
| SLURM | 9 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| BYOS | 0 | 0 | 0 | 3 |
| LaTeX | 0 | 0 | 1 | 3 |
| Linux | 1 | 1 | 4 | 4 |
| LURC | 1 | 0 | 6 | 3 |
| Machine Learning | 0 | 1 | 0 | 8 |
| OnDemand | 0 | 0 | 1 | 2 |
| Python | 0 | 3 | 1 | 12 |
| Python Data Structure | 0 | 0 | 1 | 3 |
| Python Visualization | 0 | 0 | 3 | 6 |
| R | 1 | 2 | 0 | 3 |
| R Visualization | 1 | 2 | 2 | 3 |
| Shiny Apps | 1 | 2 | 2 | 1 |
| SLURM | 1 | 0 | 4 | 4 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 8 | 5 |
| CoB | 7 | 7 |
| CoE | 3 | 1 |
| LTS | 2 | 1 |
| Other | 6 | 6 |
| RCEAS | 71 | 33 |
| 97 | 53 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 3 | 3 |
| Faculty/Staff | 5 | 4 |
| Graduate Student | 12 | 9 |
| Undergraduate Student | 5 | 5 |
| 25 | 21 |
| Session | Attendees |
|---|---|
| Linux | 8 |
| LURC | 6 |
| MATLAB | 1 |
| Python Visualization | 2 |
| R | 5 |
| R Visualization | 1 |
| Shiny Apps | 1 |
| SLURM | 1 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| Linux | 1 | 1 | 5 | 1 |
| LURC | 2 | 0 | 3 | 1 |
| MATLAB | 0 | 0 | 0 | 1 |
| Python Visualization | 0 | 1 | 1 | 0 |
| R | 0 | 2 | 1 | 2 |
| R Visualization | 0 | 0 | 1 | 0 |
| Shiny Apps | 0 | 1 | 0 | 0 |
| SLURM | 0 | 0 | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 6 | 5 |
| CoB | 1 | 1 |
| CoE | 2 | 1 |
| CoH | 1 | 1 |
| Other | 4 | 4 |
| RCEAS | 11 | 9 |
| 25 | 21 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2020 | 9 | 82 | 54 |
| Fall 2020 | 10 | 77 | 42 |
| 19 | 159 | 96 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Machine Learning | 2 | 35 | 17.5 |
| R Visualization | 2 | 21 | 10.5 |
| R | 2 | 20 | 10.0 |
| LURC | 2 | 17 | 8.5 |
| Python | 2 | 16 | 8.0 |
| SLURM | 2 | 11 | 5.5 |
| Python Visualization | 2 | 10 | 5.0 |
| Linux | 2 | 9 | 4.5 |
| Python OOP | 1 | 8 | 8.0 |
| OnDemand | 1 | 6 | 6.0 |
| Text Mining | 1 | 6 | 6.0 |
| Status | Attendees | Unique |
|---|---|---|
| Affiliate | 7 | 2 |
| Faculty | 25 | 11 |
| Faculty/Staff | 29 | 18 |
| Graduate Student | 78 | 51 |
| Undergraduate Student | 20 | 13 |
| 159 | 95 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2020 | 9 | 82 | 34 |
| Fall 2020 | 10 | 77 | 30 |
| 19 | 159 | 64 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 27 | 18 |
| CoB | 31 | 14 |
| LTS | 10 | 6 |
| Other | 16 | 10 |
| RCEAS | 66 | 41 |
| Undeclared | 9 | 6 |
| 159 | 95 |
| Status | Total | Unique |
|---|---|---|
| Affiliate | 7 | 2 |
| Faculty | 9 | 5 |
| Faculty/Staff | 17 | 12 |
| Graduate Student | 38 | 27 |
| Undergraduate Student | 11 | 8 |
| 82 | 54 |
| Session | Attendees |
|---|---|
| Linux | 4 |
| LURC | 5 |
| Machine Learning | 28 |
| Python | 7 |
| Python OOP | 8 |
| Python Visualization | 4 |
| R | 10 |
| R Visualization | 11 |
| SLURM | 5 |
| Session | Affiliate | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|---|
| Linux | 0 | 0 | 1 | 3 | 0 |
| LURC | 0 | 0 | 0 | 4 | 1 |
| Machine Learning | 2 | 4 | 6 | 12 | 4 |
| Python | 1 | 0 | 1 | 4 | 1 |
| Python OOP | 0 | 3 | 0 | 3 | 2 |
| Python Visualization | 1 | 0 | 2 | 1 | 0 |
| R | 1 | 0 | 4 | 3 | 2 |
| R Visualization | 2 | 2 | 3 | 3 | 1 |
| SLURM | 0 | 0 | 0 | 5 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 18 | 11 |
| CoB | 12 | 9 |
| LTS | 5 | 3 |
| Other | 15 | 9 |
| RCEAS | 32 | 22 |
| 82 | 54 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 16 | 7 |
| Faculty/Staff | 12 | 6 |
| Graduate Student | 40 | 24 |
| Undergraduate Student | 9 | 5 |
| 77 | 42 |
| Session | Attendees |
|---|---|
| Linux | 5 |
| LURC | 12 |
| Machine Learning | 7 |
| OnDemand | 6 |
| Python | 9 |
| Python Visualization | 6 |
| R | 10 |
| R Visualization | 10 |
| SLURM | 6 |
| Text Mining | 6 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| Linux | 0 | 0 | 5 | 0 |
| LURC | 3 | 2 | 7 | 0 |
| Machine Learning | 1 | 1 | 3 | 2 |
| OnDemand | 1 | 0 | 5 | 0 |
| Python | 4 | 3 | 2 | 0 |
| Python Visualization | 1 | 2 | 2 | 1 |
| R | 1 | 2 | 5 | 2 |
| R Visualization | 3 | 0 | 4 | 3 |
| SLURM | 0 | 2 | 4 | 0 |
| Text Mining | 2 | 0 | 3 | 1 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 9 | 7 |
| CoB | 19 | 6 |
| LTS | 5 | 3 |
| Other | 1 | 1 |
| RCEAS | 34 | 19 |
| Undeclared | 9 | 6 |
| 77 | 42 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2019 | 8 | 58 | 32 |
| Summer 2019 | 6 | 65 | 43 |
| Fall 2019 | 10 | 46 | 28 |
| 24 | 169 | 103 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Python | 3 | 46 | 15.33 |
| R | 2 | 21 | 10.50 |
| LaTeX | 3 | 18 | 6.00 |
| Linux | 3 | 18 | 6.00 |
| Python Visualization | 2 | 15 | 7.50 |
| Shell Basic | 2 | 11 | 5.50 |
| Machine Learning | 1 | 9 | 9.00 |
| Python OOP | 1 | 9 | 9.00 |
| R Visualization | 1 | 8 | 8.00 |
| LURC | 2 | 5 | 2.50 |
| Text Mining | 1 | 3 | 3.00 |
| GIT | 1 | 2 | 2.00 |
| MATLAB | 1 | 2 | 2.00 |
| SLURM | 1 | 2 | 2.00 |
| Status | Attendees | Unique |
|---|---|---|
| Affiliate | 3 | 2 |
| Faculty | 11 | 8 |
| Faculty/Staff | 36 | 28 |
| Graduate Student | 81 | 36 |
| Undergraduate Student | 38 | 24 |
| 169 | 98 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2019 | 8 | 58 | 26 |
| Summer 2019 | 6 | 65 | 31 |
| Fall 2019 | 10 | 46 | 20 |
| 24 | 169 | 77 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 40 | 21 |
| CoB | 11 | 6 |
| CoE | 11 | 6 |
| LTS | 16 | 13 |
| Other | 14 | 8 |
| RCEAS | 77 | 44 |
| 169 | 98 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 2 | 2 |
| Faculty/Staff | 9 | 7 |
| Graduate Student | 36 | 15 |
| Undergraduate Student | 11 | 8 |
| 58 | 32 |
| Session | Attendees |
|---|---|
| LaTeX | 5 |
| Linux | 8 |
| LURC | 4 |
| Python | 14 |
| Python Visualization | 5 |
| R | 12 |
| R Visualization | 8 |
| SLURM | 2 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| LaTeX | 1 | 2 | 2 | 0 |
| Linux | 0 | 0 | 4 | 4 |
| LURC | 0 | 0 | 4 | 0 |
| Python | 1 | 3 | 5 | 5 |
| Python Visualization | 0 | 1 | 3 | 1 |
| R | 0 | 1 | 11 | 0 |
| R Visualization | 0 | 1 | 6 | 1 |
| SLURM | 0 | 1 | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 18 | 9 |
| CoB | 6 | 4 |
| CoE | 5 | 2 |
| LTS | 5 | 4 |
| Other | 3 | 2 |
| RCEAS | 21 | 11 |
| 58 | 32 |
| Status | Total | Unique |
|---|---|---|
| Affiliate | 3 | 2 |
| Faculty | 5 | 3 |
| Faculty/Staff | 21 | 17 |
| Graduate Student | 18 | 11 |
| Undergraduate Student | 18 | 10 |
| 65 | 43 |
| Session | Attendees |
|---|---|
| LaTeX | 11 |
| Linux | 5 |
| Python | 24 |
| Python Visualization | 10 |
| R | 9 |
| Shell Basic | 6 |
| Session | Affiliate | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|---|
| LaTeX | 0 | 0 | 6 | 1 | 4 |
| Linux | 1 | 0 | 0 | 0 | 4 |
| Python | 1 | 1 | 11 | 7 | 4 |
| Python Visualization | 1 | 1 | 2 | 5 | 1 |
| R | 0 | 3 | 1 | 4 | 1 |
| Shell Basic | 0 | 0 | 1 | 1 | 4 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 13 | 9 |
| CoB | 4 | 2 |
| CoE | 3 | 3 |
| LTS | 7 | 7 |
| Other | 10 | 5 |
| RCEAS | 28 | 17 |
| 65 | 43 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 4 | 3 |
| Faculty/Staff | 6 | 4 |
| Graduate Student | 27 | 14 |
| Undergraduate Student | 9 | 7 |
| 46 | 28 |
| Session | Attendees |
|---|---|
| GIT | 2 |
| LaTeX | 2 |
| Linux | 5 |
| LURC | 1 |
| Machine Learning | 9 |
| MATLAB | 2 |
| Python | 8 |
| Python OOP | 9 |
| Shell Basic | 5 |
| Text Mining | 3 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| GIT | 0 | 1 | 1 | 0 |
| LaTeX | 0 | 0 | 2 | 0 |
| Linux | 0 | 1 | 3 | 1 |
| LURC | 0 | 0 | 0 | 1 |
| Machine Learning | 2 | 1 | 3 | 3 |
| MATLAB | 0 | 0 | 0 | 2 |
| Python | 0 | 0 | 7 | 1 |
| Python OOP | 1 | 2 | 6 | 0 |
| Shell Basic | 0 | 1 | 4 | 0 |
| Text Mining | 1 | 0 | 1 | 1 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 9 | 5 |
| CoB | 1 | 1 |
| CoE | 3 | 2 |
| LTS | 4 | 2 |
| Other | 1 | 1 |
| RCEAS | 28 | 17 |
| 46 | 28 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2018 | 6 | 23 | 18 |
| Summer 2018 | 6 | 69 | 32 |
| Fall 2018 | 6 | 48 | 35 |
| 18 | 140 | 85 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Python | 2 | 29 | 14.50 |
| Linux | 3 | 25 | 8.33 |
| R | 2 | 19 | 9.50 |
| GIT | 1 | 12 | 12.00 |
| Shell Basic | 1 | 12 | 12.00 |
| Python Visualization | 1 | 9 | 9.00 |
| LaTeX | 2 | 8 | 4.00 |
| Shell Advanced | 1 | 8 | 8.00 |
| LURC | 2 | 7 | 3.50 |
| MATLAB | 1 | 6 | 6.00 |
| R Visualization | 1 | 4 | 4.00 |
| SLURM | 1 | 1 | 1.00 |
| Status | Attendees | Unique |
|---|---|---|
| Affiliate | 3 | 2 |
| Faculty | 12 | 9 |
| Faculty/Staff | 43 | 28 |
| Graduate Student | 52 | 28 |
| Undergraduate Student | 30 | 16 |
| 140 | 83 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2018 | 6 | 23 | 13 |
| Summer 2018 | 6 | 69 | 20 |
| Fall 2018 | 6 | 48 | 20 |
| 18 | 140 | 53 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 33 | 20 |
| CoB | 14 | 9 |
| CoE | 3 | 1 |
| LTS | 17 | 15 |
| Other | 21 | 11 |
| RCEAS | 52 | 27 |
| 140 | 83 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 1 | 1 |
| Faculty/Staff | 5 | 5 |
| Graduate Student | 15 | 10 |
| Undergraduate Student | 2 | 2 |
| 23 | 18 |
| Session | Attendees |
|---|---|
| LaTeX | 5 |
| Linux | 4 |
| LURC | 4 |
| R | 5 |
| R Visualization | 4 |
| SLURM | 1 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| LaTeX | 0 | 0 | 5 | 0 |
| Linux | 0 | 1 | 3 | 0 |
| LURC | 0 | 1 | 3 | 0 |
| R | 1 | 1 | 1 | 2 |
| R Visualization | 0 | 2 | 2 | 0 |
| SLURM | 0 | 0 | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 2 | 1 |
| CoB | 2 | 2 |
| LTS | 1 | 1 |
| Other | 4 | 4 |
| RCEAS | 14 | 10 |
| 23 | 18 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 7 | 6 |
| Faculty/Staff | 12 | 5 |
| Graduate Student | 26 | 9 |
| Undergraduate Student | 24 | 12 |
| 69 | 32 |
| Session | Attendees |
|---|---|
| Linux | 15 |
| MATLAB | 6 |
| Python | 14 |
| R | 14 |
| Shell Advanced | 8 |
| Shell Basic | 12 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| Linux | 1 | 2 | 3 | 9 |
| MATLAB | 0 | 1 | 3 | 2 |
| Python | 2 | 4 | 6 | 2 |
| R | 3 | 2 | 6 | 3 |
| Shell Advanced | 0 | 2 | 3 | 3 |
| Shell Basic | 1 | 1 | 5 | 5 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 27 | 15 |
| CoB | 7 | 4 |
| CoE | 3 | 1 |
| LTS | 2 | 1 |
| Other | 8 | 3 |
| RCEAS | 22 | 8 |
| 69 | 32 |
| Status | Total | Unique |
|---|---|---|
| Affiliate | 3 | 2 |
| Faculty | 4 | 3 |
| Faculty/Staff | 26 | 18 |
| Graduate Student | 11 | 10 |
| Undergraduate Student | 4 | 2 |
| 48 | 35 |
| Session | Attendees |
|---|---|
| GIT | 12 |
| LaTeX | 3 |
| Linux | 6 |
| LURC | 3 |
| Python | 15 |
| Python Visualization | 9 |
| Session | Affiliate | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|---|
| GIT | 0 | 1 | 10 | 0 | 1 |
| LaTeX | 0 | 0 | 3 | 0 | 0 |
| Linux | 0 | 0 | 2 | 3 | 1 |
| LURC | 1 | 0 | 1 | 0 | 1 |
| Python | 1 | 2 | 6 | 5 | 1 |
| Python Visualization | 1 | 1 | 4 | 3 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 4 | 4 |
| CoB | 5 | 3 |
| LTS | 14 | 13 |
| Other | 9 | 4 |
| RCEAS | 16 | 11 |
| 48 | 35 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2017 | 9 | 39 | 26 |
| Fall 2017 | 4 | 11 | 9 |
| 13 | 50 | 35 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Linux | 2 | 8 | 4.0 |
| SLURM | 2 | 7 | 3.5 |
| Python | 1 | 6 | 6.0 |
| Shell Basic | 1 | 6 | 6.0 |
| LaTeX | 1 | 5 | 5.0 |
| MATLAB | 1 | 5 | 5.0 |
| LURC | 1 | 4 | 4.0 |
| RDM | 1 | 4 | 4.0 |
| GIT | 1 | 3 | 3.0 |
| Storage | 1 | 1 | 1.0 |
| Virtual Software | 1 | 1 | 1.0 |
| Status | Attendees | Unique |
|---|---|---|
| Faculty | 3 | 3 |
| Faculty/Staff | 18 | 14 |
| Graduate Student | 25 | 13 |
| Undergraduate Student | 4 | 4 |
| 50 | 34 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2017 | 9 | 39 | 17 |
| Fall 2017 | 4 | 11 | 6 |
| 13 | 50 | 23 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 8 | 8 |
| CoB | 2 | 2 |
| CoE | 1 | 1 |
| LTS | 13 | 10 |
| Other | 1 | 1 |
| RCEAS | 24 | 11 |
| Undeclared | 1 | 1 |
| 50 | 34 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 3 | 3 |
| Faculty/Staff | 12 | 8 |
| Graduate Student | 20 | 11 |
| Undergraduate Student | 4 | 4 |
| 39 | 26 |
| Session | Attendees |
|---|---|
| GIT | 3 |
| LaTeX | 5 |
| Linux | 6 |
| LURC | 4 |
| MATLAB | 5 |
| RDM | 4 |
| Shell Basic | 6 |
| SLURM | 5 |
| Storage | 1 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| GIT | 1 | 2 | 0 | 0 |
| LaTeX | 0 | 2 | 3 | 0 |
| Linux | 0 | 1 | 4 | 1 |
| LURC | 0 | 0 | 3 | 1 |
| MATLAB | 1 | 2 | 2 | 0 |
| RDM | 1 | 0 | 1 | 2 |
| Shell Basic | 0 | 3 | 3 | 0 |
| SLURM | 0 | 1 | 4 | 0 |
| Storage | 0 | 1 | 0 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 8 | 8 |
| CoB | 2 | 2 |
| CoE | 1 | 1 |
| LTS | 8 | 5 |
| RCEAS | 19 | 9 |
| Undeclared | 1 | 1 |
| 39 | 26 |
| Status | Total | Unique |
|---|---|---|
| Faculty/Staff | 6 | 6 |
| Graduate Student | 5 | 3 |
| 11 | 9 |
| Session | Attendees |
|---|---|
| Linux | 2 |
| Python | 6 |
| SLURM | 2 |
| Virtual Software | 1 |
| Session | Faculty/Staff | Graduate Student |
|---|---|---|
| Linux | 0 | 2 |
| Python | 5 | 1 |
| SLURM | 0 | 2 |
| Virtual Software | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| LTS | 5 | 5 |
| Other | 1 | 1 |
| RCEAS | 5 | 3 |
| 11 | 9 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Fall 2016 | 10 | 75 | 50 |
| 10 | 75 | 50 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Python | 1 | 17 | 17 |
| Linux | 1 | 14 | 14 |
| Linux Intro | 1 | 10 | 10 |
| MATLAB | 1 | 10 | 10 |
| RDM | 1 | 9 | 9 |
| Shell Basic | 1 | 6 | 6 |
| Storage | 1 | 4 | 4 |
| LURC | 1 | 2 | 2 |
| SLURM | 1 | 2 | 2 |
| Research Impact | 1 | 1 | 1 |
| Status | Attendees | Unique |
|---|---|---|
| Faculty | 4 | 4 |
| Faculty/Staff | 30 | 20 |
| Graduate Student | 29 | 18 |
| Undergraduate Student | 12 | 8 |
| 75 | 50 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Fall 2016 | 10 | 75 | 28 |
| 10 | 75 | 28 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 21 | 14 |
| CoB | 6 | 3 |
| CoE | 3 | 2 |
| LTS | 18 | 13 |
| Other | 7 | 5 |
| RCEAS | 18 | 11 |
| Undeclared | 2 | 2 |
| 75 | 50 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 4 | 4 |
| Faculty/Staff | 30 | 20 |
| Graduate Student | 29 | 18 |
| Undergraduate Student | 12 | 8 |
| 75 | 50 |
| Session | Attendees |
|---|---|
| Linux | 14 |
| Linux Intro | 10 |
| LURC | 2 |
| MATLAB | 10 |
| Python | 17 |
| RDM | 9 |
| Research Impact | 1 |
| Shell Basic | 6 |
| SLURM | 2 |
| Storage | 4 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| Linux | 0 | 3 | 6 | 5 |
| Linux Intro | 0 | 2 | 6 | 2 |
| LURC | 0 | 1 | 1 | 0 |
| MATLAB | 0 | 4 | 3 | 3 |
| Python | 1 | 10 | 4 | 2 |
| RDM | 2 | 4 | 3 | 0 |
| Research Impact | 0 | 0 | 1 | 0 |
| Shell Basic | 1 | 3 | 2 | 0 |
| SLURM | 0 | 0 | 2 | 0 |
| Storage | 0 | 3 | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 21 | 14 |
| CoB | 6 | 3 |
| CoE | 3 | 2 |
| LTS | 18 | 13 |
| Other | 7 | 5 |
| RCEAS | 18 | 11 |
| Undeclared | 2 | 2 |
| 75 | 50 |
| Semester | Sessions | Attendees | Unique |
|---|---|---|---|
| Spring 2015 | 7 | 93 | 52 |
| Fall 2015 | 8 | 81 | 52 |
| 15 | 174 | 104 |
| Session | Offered | Attendees | Average |
|---|---|---|---|
| Linux | 2 | 44 | 22.0 |
| Linux Intro | 2 | 37 | 18.5 |
| Shell Basic | 2 | 33 | 16.5 |
| R | 1 | 20 | 20.0 |
| MATLAB | 2 | 11 | 5.5 |
| Storage | 2 | 11 | 5.5 |
| Shell Advanced | 2 | 10 | 5.0 |
| LURC | 2 | 8 | 4.0 |
| Status | Attendees | Unique |
|---|---|---|
| Affiliate | 1 | 1 |
| Faculty | 16 | 11 |
| Faculty/Staff | 49 | 25 |
| Graduate Student | 98 | 60 |
| Undergraduate Student | 10 | 6 |
| 174 | 103 |
| Semester | Sessions | Attendees | Department |
|---|---|---|---|
| Spring 2015 | 7 | 93 | 23 |
| Fall 2015 | 8 | 81 | 25 |
| 15 | 174 | 48 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 45 | 27 |
| CoB | 1 | 1 |
| CoE | 2 | 2 |
| LTS | 18 | 14 |
| Other | 7 | 3 |
| RCEAS | 89 | 48 |
| Undeclared | 12 | 7 |
| 174 | 102 |
| Status | Total | Unique |
|---|---|---|
| Faculty | 10 | 7 |
| Faculty/Staff | 21 | 9 |
| Graduate Student | 55 | 32 |
| Undergraduate Student | 7 | 4 |
| 93 | 52 |
| Session | Attendees |
|---|---|
| Linux | 22 |
| Linux Intro | 29 |
| LURC | 2 |
| MATLAB | 9 |
| Shell Advanced | 4 |
| Shell Basic | 20 |
| Storage | 7 |
| Session | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|
| Linux | 1 | 4 | 14 | 3 |
| Linux Intro | 3 | 7 | 16 | 3 |
| LURC | 1 | 1 | 0 | 0 |
| MATLAB | 2 | 1 | 6 | 0 |
| Shell Advanced | 1 | 1 | 2 | 0 |
| Shell Basic | 1 | 4 | 14 | 1 |
| Storage | 1 | 3 | 3 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 14 | 8 |
| LTS | 5 | 5 |
| Other | 5 | 1 |
| RCEAS | 60 | 33 |
| Undeclared | 9 | 5 |
| 93 | 52 |
| Status | Total | Unique |
|---|---|---|
| Affiliate | 1 | 1 |
| Faculty | 6 | 5 |
| Faculty/Staff | 28 | 16 |
| Graduate Student | 43 | 28 |
| Undergraduate Student | 3 | 2 |
| 81 | 52 |
| Session | Attendees |
|---|---|
| Linux | 22 |
| Linux Intro | 8 |
| LURC | 6 |
| MATLAB | 2 |
| R | 20 |
| Shell Advanced | 6 |
| Shell Basic | 13 |
| Storage | 4 |
| Session | Affiliate | Faculty | Faculty/Staff | Graduate Student | Undergraduate Student |
|---|---|---|---|---|---|
| Linux | 1 | 1 | 7 | 12 | 1 |
| Linux Intro | 0 | 0 | 2 | 5 | 1 |
| LURC | 0 | 0 | 3 | 3 | 0 |
| MATLAB | 0 | 0 | 2 | 0 | 0 |
| R | 0 | 3 | 8 | 8 | 1 |
| Shell Advanced | 0 | 1 | 1 | 4 | 0 |
| Shell Basic | 0 | 0 | 3 | 10 | 0 |
| Storage | 0 | 1 | 2 | 1 | 0 |
| College | Attendees | Unique |
|---|---|---|
| CAS | 31 | 20 |
| CoB | 1 | 1 |
| CoE | 2 | 2 |
| LTS | 13 | 10 |
| Other | 2 | 2 |
| RCEAS | 29 | 15 |
| Undeclared | 3 | 2 |
| 81 | 52 |
---
title: "HPC Training"
output:
flexdashboard::flex_dashboard:
source: embed
---
```{r setup, include=FALSE}
suppressMessages(library(tidyverse))
library(googlesheets4)
library(knitr)
library(plotly)
library(DT)
library(googledrive)
# Function to rename CBE to CoB
cbe2cob <- function(data){
data %>% mutate_if(is.character, str_replace_all, pattern = "CBE", replacement = "CoB")
}
# Using new googlesheet API
options(gargle_oauth_email = "alp514@lehigh.edu")
#f21 <- read_sheet("1GUx4sLiaCcGQPkhrfetoagsCIJ_SUHvfSR62NtpMI1I",range = "Fall 2021!A7:Q28")
#f21[is.na(f21)] <- 0
#f21 %>% select(Name,Department,College,Status,LURC:`Shiny Apps`) %>%
# gather(Session, Count, LURC:`Shiny Apps`) %>%
# mutate(Semester="Fall 2021",ID=15,AY="21-22",CY="2021") -> Fall2021
Fall2021 <- read_csv("archive/2021-fall.csv")
Spring2021 <- read_csv("archive/2021-spring.csv")
Fall2020 <- read_csv("archive/2020-fall.csv")
Spring2020 <- read_csv("archive/2020-spring.csv")
Fall2019 <- read_csv("archive/2019-fall.csv")
Summer2019 <- read_csv("archive/2019-summer.csv")
Spring2019 <- read_csv("archive/2019-spring.csv")
Fall2018 <- read_csv("archive/2018-fall.csv")
Summer2018 <- read_csv("archive/2018-summer.csv")
Spring2018 <- read_csv("archive/2018-spring.csv")
Fall2017 <- read_csv("archive/2017-fall.csv")
Spring2017 <- read_csv("archive/2017-spring.csv")
Fall2016 <- read_csv("archive/2016-fall.csv")
Fall2015 <- read_csv("archive/2015-fall.csv")
Spring2015 <- read_csv("archive/2015-spring.csv")
Attendance <- bind_rows(Fall2021,Spring2021,Fall2020,Spring2020,Fall2019,Summer2019,Spring2019,Fall2018,Summer2018,Spring2018,Fall2017,Spring2017,Fall2016,Fall2015,Spring2015)
Attendance[is.na(Attendance)] <- 0
Attendance2015 <- bind_rows(Spring2015,Fall2015)
Attendance2016 <- Fall2016
Attendance2017 <- bind_rows(Spring2017,Fall2017)
Attendance2018 <- bind_rows(Spring2018,Summer2018,Fall2018)
Attendance2019 <- bind_rows(Spring2019,Summer2019,Fall2019)
Attendance2020 <- bind_rows(Spring2020,Fall2020)
Attendance2021 <- bind_rows(Spring2021,Fall2021)
Attendance2015[is.na(Attendance2015)] <- 0
Attendance2016[is.na(Attendance2016)] <- 0
Attendance2017[is.na(Attendance2017)] <- 0
Attendance2018[is.na(Attendance2018)] <- 0
Attendance2019[is.na(Attendance2019)] <- 0
Attendance2020[is.na(Attendance2020)] <- 0
Attendance2021[is.na(Attendance2021)] <- 0
#write_csv(Attendance,"training.csv")
#write_csv(Fall2021,"archive/2021-fall.csv")
theme_set(theme_classic())
```
```{r deffunc}
summary_setup <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Semester,ID) %>%
summarize(Total=sum(Count))
}
attendeetotal <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Semester,ID) %>%
summarize(Sessions=sum(n_distinct(Session)),Attendees=sum(Count)) %>%
arrange(ID)
}
attendeeunique <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Name,Semester,ID) %>%
summarize(Unique=sum(n_distinct(Name))) %>%
group_by(Semester,ID) %>%
summarize(Unique=sum(Unique)) %>%
arrange(ID)
}
attendeedesc <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Session) %>%
summarize(Offered= sum(n_distinct(Semester)),Attendees=sum(Count)) %>%
mutate(Average=round(Attendees/Offered,2)) %>%
arrange(-Attendees)
}
attendeestatus <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Semester,Status,ID) %>%
summarize(Total=sum(Count))
}
attendeesession <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Semester,Session,ID) %>%
summarize(Total=sum(Count))
}
attendeedept <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Department) %>%
summarize(Total=sum(Count))
}
attendeedeptunique <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Name,Department) %>%
summarize(Unique=sum(n_distinct(Name))) %>%
group_by(Department) %>%
summarize(Unique=sum(Unique))
}
deptunique <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Department,Semester,ID) %>%
summarize(Unique=sum(n_distinct(Department))) %>%
group_by(Semester,ID) %>%
summarize(Department=sum(Unique)) %>%
arrange(ID)
}
depttotal <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Semester,ID) %>%
count(Department) %>%
summarize(Department=sum(n)) %>%
arrange(ID)
}
attendeestatustotal <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Status) %>%
summarize(Attendees=sum(Count))
}
attendeestatusunique <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Name,Status) %>%
summarize(Unique=sum(n_distinct(Name))) %>%
group_by(Status) %>%
summarize(Unique=sum(Unique))
}
collegetotal <- function(data) {
data %>%
filter(Count>0) %>%
group_by(College) %>%
summarize(Attendees=sum(Count))
}
collegeunique <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Name,College) %>%
summarize(Unique=sum(n_distinct(Name))) %>%
group_by(College) %>%
summarize(Unique=sum(Unique))
}
sem_status <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Status) %>%
summarize(Total=sum(Count))
}
sem_unique <- function(data) {
data %>%
filter(Count > 0) %>%
group_by(Name,Status) %>%
summarize(Total=n_distinct(Name)) %>%
select(Status,Total) %>%
group_by(Status) %>%
summarize(Unique=n())
}
sem_attendee <- function(data,col_name1,col_name2) {
col_name1 <- as.name(col_name1)
col_name2 <- as.name(col_name2)
data %>%
filter(Count>0) %>%
group_by_(col_name1,col_name2) %>%
summarize(Attendees=sum(Count))
}
sem_attendee_session <- function(data) {
data %>%
filter(Count>0) %>%
group_by(Session) %>%
summarize(Attendees=sum(Count))
}
sem_attendee_dept <- function(data) {
data %>%
filter(Count > 0) %>%
group_by(Department) %>%
summarize(Total=n())
}
```
Summary {.storyboard}
=========================================
### Attendees {data-commentary-width=400}
```{r summary_setup,eval=F}
Attendance %>% summary_setup %>%
plot_ly(x = ~reorder(Semester,ID), y = ~Total, type = "bar",
name = "Total Number of Attendees per Semester") %>%
layout(xaxis = list(title = 'Semester'), yaxis = list(title = '' ))
```
```{r summary_attendees,echo=F}
Attendance %>% attendeetotal -> Attendees_Total
Attendance %>% attendeeunique -> Attendees_Unique
full_join(Attendees_Total,Attendees_Unique) -> Attendance_Summary
plot_ly(data=Attendance_Summary,
x = ~reorder(Semester,ID), y = ~Attendees,
type = "bar",
name = "Total Attendees") %>%
add_trace(y = ~ Unique, name = "Unique Attendees") %>%
layout(xaxis = list(title = 'Semester'), yaxis = list(title = '' ))
```
***
```{r summary_attendees_desc,echo=F}
Attendance %>% attendeetotal -> Attendees_Total
Attendance %>% attendeeunique -> Attendees_Unique
full_join(Attendees_Total,Attendees_Unique) %>% select(-ID) -> tmp
tmp1 <- tribble(
~Semester,~Sessions,~Attendees,~Unique,
"",sum(tmp$Sessions),sum(tmp$Attendees),sum(tmp$Unique))
bind_rows(tmp,tmp1) %>% kable()
```
### Attendees Status
```{r summary_attendee_status,echo=F}
Attendance %>% attendeestatus %>%
plot_ly(x = ~reorder(Semester,ID), y = ~Total, color = ~Status, type = "bar")%>%
layout(xaxis = list(title = 'Semester'), yaxis = list(title = '' ))
```
***
```{r total_attendee_status,echo=F}
Attendance %>% attendeestatustotal -> total_attendee
Attendance %>% attendeestatusunique -> unique_attendee
full_join(total_attendee,unique_attendee) -> tmp
add_row(tmp,Status="",Attendees=sum(tmp$Attendees),Unique=sum(tmp$Unique)) %>% kable()
```
### Attendees per Session
```{r summary_attendee_session,echo=F}
Attendance %>% attendeesession %>%
plot_ly(x = ~reorder(Semester,ID), y = ~Total, color = ~Session, type = "bar")%>%
layout(xaxis = list(title = 'Semester'), yaxis = list(title = '' ), barmode = 'stack')
```
***
```{r summary_attendee_session_desc,echo=F}
Attendance %>% attendeedesc %>% kable()
```
### Departments/Majors represented by Attendees {data-commentary-width=600}
```{r summary_attendee_dept,echo=F}
Attendance %>% attendeedept -> tmp1
Attendance %>% attendeedeptunique -> tmp2
full_join(tmp2,tmp1) %>% datatable(options=list(pageLength = 25))
```
***
```{r summary_attendee,echo=F}
Attendance %>% deptunique -> Department_Unique
Attendance %>% depttotal -> Department_Total
full_join(Attendees_Total,Department_Unique) %>%
select(-ID) -> tmp
tmp1 <- tribble(
~Semester,~Sessions,~Attendees,~Department,
"",sum(tmp$Sessions),sum(tmp$Attendees),sum(tmp$Department))
bind_rows(tmp,tmp1) %>% kable()
```
```{r summary_college,echo=F}
Attendance %>% collegetotal -> total_attendee
Attendance %>% collegeunique -> unique_attendee
full_join(total_attendee,unique_attendee) -> tmp
add_row(tmp,College="",Attendees=sum(tmp$Attendees),Unique=sum(tmp$Unique)) %>% kable()
```
```{r child = "Rmds/cy2021.Rmd"}
```
```{r child = "Rmds/cy2020.Rmd"}
```
```{r child = "Rmds/cy2019.Rmd"}
```
```{r child = "Rmds/cy2018.Rmd"}
```
```{r child = "Rmds/cy2017.Rmd"}
```
```{r child = "Rmds/cy2016.Rmd"}
```
```{r child = "Rmds/cy2015.Rmd"}
```